domanic, COD is another model i thought about, but it's pretty complicated because you have to provide incentive to store. otherwise rational agents have little guarantee arbitrary piece of data d will be worth anything.

but you _have_ to incentivize *before*. The only other option is having a really strong expectation of the data being wanted (strong enough to generate a futures market today, which is basically the same thing as just incentivizing now).